Weather in Australia

Dataset statistics

Number of variables	24
Number of observations	142193
Missing cells	2812
Missing cells (%)	0.1%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	26.0 MiB
Average record size in memory	192.0 B

Variable types

Numeric	22
Categorical	2

Alerts

`Cloud3pm` is highly overall correlated with `Cloud9am` and 1 other fields	High correlation
`Cloud9am` is highly overall correlated with `Cloud3pm`	High correlation
`Humidity3pm` is highly overall correlated with `Humidity9am`	High correlation
`Humidity9am` is highly overall correlated with `Humidity3pm`	High correlation
`MaxTemp` is highly overall correlated with `MinTemp` and 2 other fields	High correlation
`MinTemp` is highly overall correlated with `MaxTemp` and 2 other fields	High correlation
`Pressure3pm` is highly overall correlated with `Pressure9am`	High correlation
`Pressure9am` is highly overall correlated with `Pressure3pm`	High correlation
`RainToday` is highly overall correlated with `Rainfall`	High correlation
`Rainfall` is highly overall correlated with `RainToday`	High correlation
`Sunshine` is highly overall correlated with `Cloud3pm`	High correlation
`Temp3pm` is highly overall correlated with `MaxTemp` and 2 other fields	High correlation
`Temp9am` is highly overall correlated with `MaxTemp` and 2 other fields	High correlation
`WindGustSpeed` is highly overall correlated with `WindSpeed3pm`	High correlation
`WindSpeed3pm` is highly overall correlated with `WindGustSpeed`	High correlation
`Rainfall` has 90275 (63.5%) zeros	Zeros
`Sunshine` has 2308 (1.6%) zeros	Zeros
`WindSpeed9am` has 8612 (6.1%) zeros	Zeros
`Cloud9am` has 8587 (6.0%) zeros	Zeros
`Cloud3pm` has 4957 (3.5%) zeros	Zeros

Reproduction

Analysis started	2024-06-21 17:44:45.958957
Analysis finished	2024-06-21 17:47:36.392079
Duration	2 minutes and 50.43 seconds
Software version	ydata-profiling v4.8.3
Download configuration	config.json

Day
Real number (ℝ)

Distinct	31
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	15.715084

Minimum	1
Maximum	31
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.1 MiB

Quantile statistics

Minimum	1
5-th percentile	2
Q1	8
median	16
Q3	23
95-th percentile	29
Maximum	31
Range	30
Interquartile range (IQR)	15

Descriptive statistics

Standard deviation	8.7981504
Coefficient of variation (CV)	0.55985384
Kurtosis	-1.1923838
Mean	15.715084
Median Absolute Deviation (MAD)	8
Skewness	0.0087624362
Sum	2234575
Variance	77.407451
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=31)

Value	Count	Frequency (%)
1	4688	3.3%
15	4688	3.3%
16	4687	3.3%
13	4686	3.3%
2	4686	3.3%
6	4684	3.3%
22	4684	3.3%
3	4683	3.3%
12	4682	3.3%
7	4680	3.3%
Other values (21)	95345	67.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	4688	3.3%
2	4686	3.3%
3	4683	3.3%
4	4674	3.3%
5	4667	3.3%
6	4684	3.3%
7	4680	3.3%
8	4671	3.3%
9	4672	3.3%
10	4664	3.3%

Value	Count	Frequency (%)
31	2737	1.9%
30	4280	3.0%
29	4374	3.1%
28	4630	3.3%
27	4627	3.3%
26	4637	3.3%
25	4665	3.3%
24	4666	3.3%
23	4672	3.3%
22	4684	3.3%

Month
Real number (ℝ)

Distinct	12
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6.4025444

Minimum	1
Maximum	12
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.1 MiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	3
median	6
Q3	9
95-th percentile	12
Maximum	12
Range	11
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	3.4265055
Coefficient of variation (CV)	0.53517872
Kurtosis	-1.1919316
Mean	6.4025444
Median Absolute Deviation (MAD)	3
Skewness	0.028958149
Sum	910397
Variance	11.74094
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
5	13055	9.2%
3	13036	9.2%
1	12921	9.1%
6	12389	8.7%
10	11804	8.3%
7	11779	8.3%
8	11762	8.3%
11	11461	8.1%
9	11345	8.0%
4	11306	8.0%
Other values (2)	21335	15.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	12921	9.1%
2	10525	7.4%
3	13036	9.2%
4	11306	8.0%
5	13055	9.2%
6	12389	8.7%
7	11779	8.3%
8	11762	8.3%
9	11345	8.0%
10	11804	8.3%

Value	Count	Frequency (%)
12	10810	7.6%
11	11461	8.1%
10	11804	8.3%
9	11345	8.0%
8	11762	8.3%
7	11779	8.3%
6	12389	8.7%
5	13055	9.2%
4	11306	8.0%
3	13036	9.2%

Location
Real number (ℝ)

Distinct	44
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.020751668

Minimum	0.010696729
Maximum	0.024037752
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.1 MiB

Quantile statistics

Minimum	0.010696729
5-th percentile	0.01795447
Q1	0.020760516
median	0.021069954
Q3	0.021295
95-th percentile	0.022455395
Maximum	0.024037752
Range	0.013341022
Interquartile range (IQR)	0.00053448482

Descriptive statistics

Standard deviation	0.0020926949
Coefficient of variation (CV)	0.10084466
Kurtosis	13.543043
Mean	0.020751668
Median Absolute Deviation (MAD)	0.00026020971
Skewness	-3.3585457
Sum	2950.742
Variance	4.379372 × 10^-6
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=44)

Value	Count	Frequency (%)
0.02129500046	6056	4.3%
0.02116137925	6018	4.2%
0.02101369266	5976	4.2%
0.02084490798	5928	4.2%
0.02078161372	5910	4.2%
0.02403775151	3418	2.4%
0.02346810321	3337	2.3%
0.02245539513	3193	2.2%
0.02244836244	3192	2.2%
0.02242023166	3188	2.2%
Other values (34)	95977	67.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.01069672909	1521	1.1%
0.0109639715	1559	1.1%
0.01103429845	1569	1.1%
0.01712461232	2435	1.7%
0.01795447033	2553	1.8%
0.01942430359	2762	1.9%
0.0198251672	2819	2.0%
0.02007131153	2854	2.0%
0.02044404436	2907	2.0%
0.02059173096	2928	2.1%

Value	Count	Frequency (%)
0.02403775151	3418	2.4%
0.02346810321	3337	2.3%
0.02245539513	3193	2.2%
0.02244836244	3192	2.2%
0.02242023166	3188	2.2%
0.02223034889	3161	2.2%
0.02173102755	3090	2.2%
0.02133719663	3034	2.1%
0.02133016393	3033	2.1%
0.02131609854	3031	2.1%

MinTemp
Real number (ℝ)

HIGH CORRELATION

Distinct	719
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	12.222721

Minimum	-8.5
Maximum	33.9
Zeros	156
Zeros (%)	0.1%
Negative	3407
Negative (%)	2.4%
Memory size	1.1 MiB

Quantile statistics

Minimum	-8.5
5-th percentile	1.8
Q1	7.6
median	12
Q3	16.9
95-th percentile	23.1
Maximum	33.9
Range	42.4
Interquartile range (IQR)	9.3

Descriptive statistics

Standard deviation	6.4211907
Coefficient of variation (CV)	0.5253487
Kurtosis	-0.48983889
Mean	12.222721
Median Absolute Deviation (MAD)	4.6
Skewness	0.02531218
Sum	1737985.4
Variance	41.23169
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
9.6	883	0.6%
11	883	0.6%
10.2	880	0.6%
10.5	867	0.6%
10.8	860	0.6%
9	853	0.6%
12	850	0.6%
10	849	0.6%
13	844	0.6%
10.4	842	0.6%
Other values (709)	133582	93.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-8.5	1	< 0.1%
-8.2	2	< 0.1%
-8	2	< 0.1%
-7.8	1	< 0.1%
-7.6	2	< 0.1%
-7.5	2	< 0.1%
-7.3	1	< 0.1%
-7.2	1	< 0.1%
-7.1	1	< 0.1%
-7	6	< 0.1%

Value	Count	Frequency (%)
33.9	1	< 0.1%
31.9	1	< 0.1%
31.8	1	< 0.1%
31.4	3	< 0.1%
31.2	1	< 0.1%
31	1	< 0.1%
30.7	2	< 0.1%
30.5	1	< 0.1%
30.3	1	< 0.1%
30.2	1	< 0.1%

MaxTemp
Real number (ℝ)

HIGH CORRELATION

Distinct	708
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	23.260062

Minimum	-4.8
Maximum	48.1
Zeros	14
Zeros (%)	< 0.1%
Negative	105
Negative (%)	0.1%
Memory size	1.1 MiB

Quantile statistics

Minimum	-4.8
5-th percentile	12.8
Q1	17.9
median	22.7
Q3	28.3
95-th percentile	35.6
Maximum	48.1
Range	52.9
Interquartile range (IQR)	10.4

Descriptive statistics

Standard deviation	7.1537409
Coefficient of variation (CV)	0.30755468
Kurtosis	-0.20923469
Mean	23.260062
Median Absolute Deviation (MAD)	5.1
Skewness	0.24093982
Sum	3307418
Variance	51.176009
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20	871	0.6%
19.8	829	0.6%
19	827	0.6%
20.4	820	0.6%
20.8	804	0.6%
19.9	803	0.6%
19.5	801	0.6%
21	799	0.6%
18.5	793	0.6%
18.2	792	0.6%
Other values (698)	134054	94.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-4.8	1	< 0.1%
-4.1	1	< 0.1%
-3.8	1	< 0.1%
-3.7	1	< 0.1%
-3.2	1	< 0.1%
-3.1	2	< 0.1%
-3	1	< 0.1%
-2.9	1	< 0.1%
-2.7	1	< 0.1%
-2.5	2	< 0.1%

Value	Count	Frequency (%)
48.1	1	< 0.1%
47.3	2	< 0.1%
47	1	< 0.1%
46.9	1	< 0.1%
46.8	3	< 0.1%
46.7	2	< 0.1%
46.6	1	< 0.1%
46.5	1	< 0.1%
46.4	4	< 0.1%
46.3	2	< 0.1%

Rainfall
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	679
Distinct (%)	0.5%
Missing	1406
Missing (%)	1.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.3499741

Minimum	0
Maximum	371
Zeros	90275
Zeros (%)	63.5%
Negative	0
Negative (%)	0.0%
Memory size	1.1 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0.8
95-th percentile	13
Maximum	371
Range	371
Interquartile range (IQR)	0.8

Descriptive statistics

Standard deviation	8.4651729
Coefficient of variation (CV)	3.602241
Kurtosis	180.0021
Mean	2.3499741
Median Absolute Deviation (MAD)	0
Skewness	9.8880611
Sum	330845.8
Variance	71.659153
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	90275	63.5%
0.2	8685	6.1%
0.4	3750	2.6%
0.6	2562	1.8%
0.8	2028	1.4%
1	1747	1.2%
1.2	1515	1.1%
1.4	1365	1.0%
1.6	1187	0.8%
1.8	1088	0.8%
Other values (669)	26585	18.7%
(Missing)	1406	1.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	90275	63.5%
0.1	154	0.1%
0.2	8685	6.1%
0.3	64	< 0.1%
0.4	3750	2.6%
0.5	39	< 0.1%
0.6	2562	1.8%
0.7	13	< 0.1%
0.8	2028	1.4%
0.9	15	< 0.1%

Value	Count	Frequency (%)
371	1	< 0.1%
367.6	1	< 0.1%
278.4	1	< 0.1%
268.6	1	< 0.1%
247.2	1	< 0.1%
240	1	< 0.1%
236.8	1	< 0.1%
225	1	< 0.1%
219.6	1	< 0.1%
216.3	1	< 0.1%

Evaporation
Real number (ℝ)

Distinct	6985
Distinct (%)	4.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	8.831075

Minimum	0
Maximum	145
Zeros	240
Zeros (%)	0.2%
Negative	0
Negative (%)	0.0%
Memory size	1.1 MiB

Quantile statistics

Minimum	0
5-th percentile	1.2
Q1	4
median	8.6
Q3	13.2
95-th percentile	16.996315
Maximum	145
Range	145
Interquartile range (IQR)	9.2

Descriptive statistics

Standard deviation	5.3140329
Coefficient of variation (CV)	0.60174248
Kurtosis	6.9568354
Mean	8.831075
Median Absolute Deviation (MAD)	4.6
Skewness	0.82052353
Sum	1255717
Variance	28.238946
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
13.81360198	9124	6.4%
4	3282	2.3%
8	2574	1.8%
12.50770173	2524	1.8%
2.2	2057	1.4%
2	1996	1.4%
2.6	1975	1.4%
2.4	1963	1.4%
1.8	1945	1.4%
3	1937	1.4%
Other values (6975)	112816	79.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	240	0.2%
0.1	8	< 0.1%
0.2	497	0.3%
0.3	10	< 0.1%
0.4	760	0.5%
0.5	14	< 0.1%
0.6	1082	0.8%
0.7	24	< 0.1%
0.8	1358	1.0%
0.9	28	< 0.1%

Value	Count	Frequency (%)
145	1	< 0.1%
86.2	1	< 0.1%
82.4	1	< 0.1%
81.2	1	< 0.1%
77.3	1	< 0.1%
74.8	1	< 0.1%
72.2	1	< 0.1%
70.4	1	< 0.1%
70	1	< 0.1%
68.8	2	< 0.1%

Sunshine
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	4573
Distinct (%)	3.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6.755525

Minimum	0
Maximum	14.5
Zeros	2308
Zeros (%)	1.6%
Negative	0
Negative (%)	0.0%
Memory size	1.1 MiB

Quantile statistics

Minimum	0
5-th percentile	1.4
Q1	4.4699564
median	6.560076
Q3	8.9
95-th percentile	12.1
Maximum	14.5
Range	14.5
Interquartile range (IQR)	4.4300436

Descriptive statistics

Standard deviation	3.0413841
Coefficient of variation (CV)	0.45020692
Kurtosis	-0.31620804
Mean	6.755525
Median Absolute Deviation (MAD)	2.1162599
Skewness	0.083012787
Sum	960588.36
Variance	9.2500173
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
6.560075951	15988	11.2%
5.93597513	4075	2.9%
6.678277296	3520	2.5%
4.469956391	2543	1.8%
4.066036568	2309	1.6%
0	2308	1.6%
3.935961127	1975	1.4%
4.443816028	1591	1.1%
6.403618055	1285	0.9%
6.401585807	1248	0.9%
Other values (4563)	105351	74.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2308	1.6%
0.1	533	0.4%
0.2	511	0.4%
0.3	422	0.3%
0.4	319	0.2%
0.5	315	0.2%
0.6	293	0.2%
0.7	338	0.2%
0.8	314	0.2%
0.9	318	0.2%

Value	Count	Frequency (%)
14.5	1	< 0.1%
14.3	4	< 0.1%
14.2	2	< 0.1%
14.1	6	< 0.1%
14	15	< 0.1%
13.9	22	< 0.1%
13.8	56	< 0.1%
13.7	117	0.1%
13.6	180	0.1%
13.5	181	0.1%

WindGustDir
Real number (ℝ)

Distinct	1412
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.06330339

Minimum	0.048418296
Maximum	0.073609658
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.1 MiB

Quantile statistics

Minimum	0.048418296
5-th percentile	0.049381694
Q1	0.060152187
median	0.06621106
Q3	0.067987325
95-th percentile	0.073609658
Maximum	0.073609658
Range	0.025191363
Interquartile range (IQR)	0.0078351385

Descriptive statistics

Standard deviation	0.0068073318
Coefficient of variation (CV)	0.10753503
Kurtosis	-0.30573044
Mean	0.06330339
Median Absolute Deviation (MAD)	0.0038535936
Skewness	-0.74880915
Sum	9001.2989
Variance	4.6339766 × 10^-5
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.07360965807	9780	6.9%
0.07006465306	9309	6.5%
0.06827333419	9071	6.4%
0.06798732529	9033	6.4%
0.06768626329	8993	6.3%
0.0673550951	8949	6.3%
0.0669938207	8901	6.3%
0.06621105951	8797	6.2%
0.06480359468	8610	6.1%
0.06070915153	8066	5.7%
Other values (1402)	52684	37.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.04841829554	6433	4.5%
0.04938169393	6561	4.6%
0.05313744233	7060	5.0%
0.05498144705	7305	5.1%
0.05672092443	1	< 0.1%
0.05753731681	3	< 0.1%
0.05758096731	1	< 0.1%
0.05777918555	1	< 0.1%
0.05782883688	2	< 0.1%
0.05784425263	1	< 0.1%

Value	Count	Frequency (%)
0.07360965807	9780	6.9%
0.07006465306	9309	6.5%
0.06827333419	9071	6.4%
0.06798732529	9033	6.4%
0.06768626329	8993	6.3%
0.0673550951	8949	6.3%
0.0669938207	8901	6.3%
0.06621105951	8797	6.2%
0.06583726121	1	< 0.1%
0.06582852184	2	< 0.1%

WindGustSpeed
Real number (ℝ)

HIGH CORRELATION

Distinct	2183
Distinct (%)	1.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	42.849221

Minimum	6
Maximum	135
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.1 MiB

Quantile statistics

Minimum	6
5-th percentile	20
Q1	31
median	39
Q3	50
95-th percentile	81
Maximum	135
Range	129
Interquartile range (IQR)	19

Descriptive statistics

Standard deviation	17.832887
Coefficient of variation (CV)	0.41617763
Kurtosis	2.2637004
Mean	42.849221
Median Absolute Deviation (MAD)	9
Skewness	1.3981895
Sum	6092859.3
Variance	318.01187
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
35	9070	6.4%
39	8656	6.1%
31	8310	5.8%
37	7903	5.6%
33	7814	5.5%
41	7236	5.1%
30	6943	4.9%
43	6513	4.6%
28	6382	4.5%
44	5341	3.8%
Other values (2173)	68025	47.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
6	1	< 0.1%
7	18	< 0.1%
9	91	0.1%
11	190	0.1%
13	529	0.4%
15	829	0.6%
17	1375	1.0%
19	1728	1.2%
20	2598	1.8%
22	2787	2.0%

Value	Count	Frequency (%)
135	3	< 0.1%
130	1	< 0.1%
126	2	< 0.1%
124	2	< 0.1%
122	2	< 0.1%
120	3	< 0.1%
117	4	< 0.1%
115	5	< 0.1%
113	8	< 0.1%
111.8914897	1	< 0.1%

WindDir9am
Real number (ℝ)

Distinct	1187
Distinct (%)	0.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.063691637

Minimum	0.051770313
Maximum	0.08619307
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.1 MiB

Quantile statistics

Minimum	0.051770313
5-th percentile	0.054425783
Q1	0.057179604
median	0.062490543
Q3	0.067831745
95-th percentile	0.08619307
Maximum	0.08619307
Range	0.034422757
Interquartile range (IQR)	0.010652141

Descriptive statistics

Standard deviation	0.0082606881
Coefficient of variation (CV)	0.12969816
Kurtosis	1.8316903
Mean	0.063691637
Median Absolute Deviation (MAD)	0.0053109396
Skewness	1.3390612
Sum	9056.5049
Variance	6.8238968 × 10^-5
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.08619307006	11393	8.0%
0.06931457104	9162	6.4%
0.06827054017	9024	6.3%
0.06783174459	8966	6.3%
0.06469965199	8552	6.0%
0.06425329097	8493	6.0%
0.0624905432	8260	5.8%
0.06231653805	8237	5.8%
0.06013012559	7948	5.6%
0.05931305795	7840	5.5%
Other values (1177)	54318	38.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.05177031321	6843	4.8%
0.05442578302	7194	5.1%
0.05634740505	7448	5.2%
0.0569450749	7527	5.3%
0.05717960357	7558	5.3%
0.05851868664	7735	5.4%
0.05931305795	7840	5.5%
0.06008432828	1	< 0.1%
0.06013012559	7948	5.6%
0.06077269754	1	< 0.1%

Value	Count	Frequency (%)
0.08619307006	11393	8.0%
0.0777214082	1	< 0.1%
0.07741221328	3	< 0.1%
0.07737770964	1	< 0.1%
0.07723761848	1	< 0.1%
0.07711980154	1	< 0.1%
0.07710511245	1	< 0.1%
0.07701955238	1	< 0.1%
0.07686992313	3	< 0.1%
0.07681506637	2	< 0.1%

WindDir3pm
Real number (ℝ)

Distinct	790
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.063361228

Minimum	0.046555648
Maximum	0.077036448
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.1 MiB

Quantile statistics

Minimum	0.046555648
5-th percentile	0.055803201
Q1	0.058982047
median	0.062536575
Q3	0.067398765
95-th percentile	0.077036448
Maximum	0.077036448
Range	0.0304808
Interquartile range (IQR)	0.0084167178

Descriptive statistics

Standard deviation	0.0068322891
Coefficient of variation (CV)	0.10783076
Kurtosis	0.26124015
Mean	0.063361228
Median Absolute Deviation (MAD)	0.0042235422
Skewness	-0.081116804
Sum	9009.5231
Variance	4.6680175 × 10^-5
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.07703644836	10663	7.5%
0.07160351118	9911	7.0%
0.06934219557	9598	6.7%
0.06739876458	9329	6.6%
0.06633674096	9182	6.5%
0.06604775494	9142	6.4%
0.06261604595	8667	6.1%
0.06253657479	8656	6.1%
0.0611783405	8468	6.0%
0.06055702055	8382	5.9%
Other values (780)	50195	35.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.04655564787	6444	4.5%
0.05580320052	7724	5.4%
0.05586822237	7733	5.4%
0.05786945057	8010	5.6%
0.05898204674	8164	5.7%
0.06026803453	8342	5.9%
0.06055702055	8382	5.9%
0.0611783405	8468	6.0%
0.06253657479	8656	6.1%
0.06261604595	8667	6.1%

Value	Count	Frequency (%)
0.07703644836	10663	7.5%
0.07160351118	9911	7.0%
0.0697590485	1	< 0.1%
0.06966693873	1	< 0.1%
0.06960972719	1	< 0.1%
0.06959537503	1	< 0.1%
0.06934219557	9598	6.7%
0.06923202058	1	< 0.1%
0.06915930669	1	< 0.1%
0.06837130578	1	< 0.1%

WindSpeed9am
Real number (ℝ)

ZEROS

Distinct	530
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	14.007521

Minimum	0
Maximum	130
Zeros	8612
Zeros (%)	6.1%
Negative	0
Negative (%)	0.0%
Memory size	1.1 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	7
median	13
Q3	19
95-th percentile	30
Maximum	130
Range	130
Interquartile range (IQR)	12

Descriptive statistics

Standard deviation	8.8535203
Coefficient of variation (CV)	0.63205477
Kurtosis	1.2605312
Mean	14.007521
Median Absolute Deviation (MAD)	6
Skewness	0.77685142
Sum	1991771.4
Variance	78.384821
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
9	13400	9.4%
13	12851	9.0%
11	11514	8.1%
17	10599	7.5%
7	10587	7.4%
15	10396	7.3%
6	8989	6.3%
0	8612	6.1%
19	8579	6.0%
20	7904	5.6%
Other values (520)	38762	27.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	8612	6.1%
2	4544	3.2%
4	6292	4.4%
6	8989	6.3%
6.375860842	1	< 0.1%
7	10587	7.4%
7.697559987	1	< 0.1%
7.714525808	1	< 0.1%
8.089770521	1	< 0.1%
8.341813268	1	< 0.1%

Value	Count	Frequency (%)
130	1	< 0.1%
87	2	< 0.1%
83	1	< 0.1%
74	4	< 0.1%
72	1	< 0.1%
69	2	< 0.1%
67	3	< 0.1%
65	8	< 0.1%
63	8	< 0.1%
61	11	< 0.1%

WindSpeed3pm
Real number (ℝ)

HIGH CORRELATION

Distinct	689
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	18.940811

Minimum	0
Maximum	87
Zeros	1096
Zeros (%)	0.8%
Negative	0
Negative (%)	0.0%
Memory size	1.1 MiB

Quantile statistics

Minimum	0
5-th percentile	6
Q1	13
median	19
Q3	24
95-th percentile	35
Maximum	87
Range	87
Interquartile range (IQR)	11

Descriptive statistics

Standard deviation	9.0669045
Coefficient of variation (CV)	0.47869674
Kurtosis	0.58602595
Mean	18.940811
Median Absolute Deviation (MAD)	6
Skewness	0.63558271
Sum	2693250.7
Variance	82.208757
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
13	12338	8.7%
17	12306	8.7%
20	11504	8.1%
15	11301	7.9%
19	11034	7.8%
11	9844	6.9%
9	9577	6.7%
24	8846	6.2%
22	8410	5.9%
28	6395	4.5%
Other values (679)	40638	28.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1096	0.8%
2	1012	0.7%
2.312164204	1	< 0.1%
3.413839746	1	< 0.1%
3.716356273	1	< 0.1%
4	2213	1.6%
4.036909671	3	< 0.1%
4.177904014	1	< 0.1%
4.315491831	1	< 0.1%
4.328040033	1	< 0.1%

Value	Count	Frequency (%)
87	1	< 0.1%
83	2	< 0.1%
78	1	< 0.1%
76	2	< 0.1%
74	1	< 0.1%
72	2	< 0.1%
69	3	< 0.1%
67	1	< 0.1%
65	17	< 0.1%
63	13	< 0.1%

Humidity9am
Real number (ℝ)

HIGH CORRELATION

Distinct	757
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	68.874169

Minimum	0
Maximum	101.25617
Zeros	1
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	1.1 MiB

Quantile statistics

Minimum	0
5-th percentile	34
Q1	57
median	70
Q3	83
95-th percentile	98
Maximum	101.25617
Range	101.25617
Interquartile range (IQR)	26

Descriptive statistics

Standard deviation	18.994459
Coefficient of variation (CV)	0.27578494
Kurtosis	-0.029540756
Mean	68.874169
Median Absolute Deviation (MAD)	13
Skewness	-0.48110271
Sum	9793424.8
Variance	360.78946
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
99	3350	2.4%
70	2985	2.1%
69	2962	2.1%
68	2961	2.1%
65	2952	2.1%
71	2939	2.1%
66	2916	2.1%
67	2895	2.0%
64	2867	2.0%
75	2859	2.0%
Other values (747)	112507	79.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	< 0.1%
1	5	< 0.1%
2	8	< 0.1%
3	10	< 0.1%
4	20	< 0.1%
5	27	< 0.1%
6	37	< 0.1%
7	43	< 0.1%
8	56	< 0.1%
9	71	< 0.1%

Value	Count	Frequency (%)
101.2561707	1	< 0.1%
101.1028448	1	< 0.1%
100.7609564	1	< 0.1%
100.2289758	1	< 0.1%
100	2827	2.0%
99.6165976	1	< 0.1%
99.45859606	1	< 0.1%
99.4154415	1	< 0.1%
99	3350	2.4%
98.73817683	1	< 0.1%

Humidity3pm
Real number (ℝ)

HIGH CORRELATION

Distinct	908
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	51.978105

Minimum	0
Maximum	100
Zeros	4
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	1.1 MiB

Quantile statistics

Minimum	0
5-th percentile	17
Q1	37
median	52
Q3	66
95-th percentile	87.02402
Maximum	100
Range	100
Interquartile range (IQR)	29

Descriptive statistics

Standard deviation	20.905033
Coefficient of variation (CV)	0.40218921
Kurtosis	-0.55200022
Mean	51.978105
Median Absolute Deviation (MAD)	15
Skewness	0.013216138
Sum	7390922.7
Variance	437.02041
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
52	2699	1.9%
55	2685	1.9%
57	2679	1.9%
53	2650	1.9%
59	2639	1.9%
58	2604	1.8%
54	2595	1.8%
51	2577	1.8%
56	2574	1.8%
50	2573	1.8%
Other values (898)	115918	81.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	4	< 0.1%
1	26	< 0.1%
2	35	< 0.1%
3	63	< 0.1%
4	113	0.1%
5	156	0.1%
6	239	0.2%
7	302	0.2%
8	420	0.3%
9	478	0.3%

Value	Count	Frequency (%)
100	393	0.3%
99	428	0.3%
98	588	0.4%
97	393	0.3%
96	451	0.3%
95	452	0.3%
94	550	0.4%
93	593	0.4%
92.89504807	1	< 0.1%
92	636	0.4%

Pressure9am
Real number (ℝ)

HIGH CORRELATION

Distinct	2525
Distinct (%)	1.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1016.8395

Minimum	980.5
Maximum	1041
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.1 MiB

Quantile statistics

Minimum	980.5
5-th percentile	1006.1
Q1	1011.2
median	1016.7
Q3	1021.9
95-th percentile	1029.2
Maximum	1041
Range	60.5
Interquartile range (IQR)	10.7

Descriptive statistics

Standard deviation	7.2693299
Coefficient of variation (CV)	0.007148945
Kurtosis	-0.082811579
Mean	1016.8395
Median Absolute Deviation (MAD)	5.3
Skewness	0.096044017
Sum	1.4458746 × 10⁸
Variance	52.843157
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1008.653638	3197	2.2%
1016.4	804	0.6%
1017.9	779	0.5%
1018.7	764	0.5%
1018	761	0.5%
1015.9	757	0.5%
1017.3	756	0.5%
1017.8	755	0.5%
1016.3	753	0.5%
1017.2	745	0.5%
Other values (2515)	132122	92.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
980.5	1	< 0.1%
982	1	< 0.1%
982.2	1	< 0.1%
982.3	1	< 0.1%
982.9	2	< 0.1%
983.7	1	< 0.1%
983.9	1	< 0.1%
984.4	1	< 0.1%
984.6	2	< 0.1%
985	1	< 0.1%

Value	Count	Frequency (%)
1041	1	< 0.1%
1040.9	1	< 0.1%
1040.6	2	< 0.1%
1040.5	1	< 0.1%
1040.4	3	< 0.1%
1040.3	3	< 0.1%
1040.2	2	< 0.1%
1040.1	3	< 0.1%
1040	1	< 0.1%
1039.9	3	< 0.1%

Pressure3pm
Real number (ℝ)

HIGH CORRELATION

Distinct	1739
Distinct (%)	1.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1014.7294

Minimum	977.1
Maximum	1039.6
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.1 MiB

Quantile statistics

Minimum	977.1
5-th percentile	1004.4
Q1	1009.59
median	1014.3
Q3	1019.5
95-th percentile	1026.6
Maximum	1039.6
Range	62.5
Interquartile range (IQR)	9.9099803

Descriptive statistics

Standard deviation	6.9376012
Coefficient of variation (CV)	0.0068368978
Kurtosis	0.069777526
Mean	1014.7294
Median Absolute Deviation (MAD)	4.8480172
Skewness	0.13336869
Sum	1.4428742 × 10⁸
Variance	48.13031
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1009.59002	3306	2.3%
1015.5	773	0.5%
1015.3	767	0.5%
1015.7	763	0.5%
1015.6	761	0.5%
1015.1	752	0.5%
1013.5	751	0.5%
1015.8	751	0.5%
1015.4	745	0.5%
1016	738	0.5%
Other values (1729)	132086	92.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
977.1	1	< 0.1%
978.2	1	< 0.1%
979	1	< 0.1%
980.2	2	< 0.1%
981.2	1	< 0.1%
981.4	1	< 0.1%
981.9	1	< 0.1%
982.2	1	< 0.1%
982.6	1	< 0.1%
982.9	1	< 0.1%

Value	Count	Frequency (%)
1039.6	1	< 0.1%
1038.9	1	< 0.1%
1038.5	1	< 0.1%
1038.4	1	< 0.1%
1038.2	1	< 0.1%
1038	1	< 0.1%
1037.9	2	< 0.1%
1037.8	2	< 0.1%
1037.7	3	< 0.1%
1037.6	1	< 0.1%

Cloud9am
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	3438
Distinct (%)	2.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.8777398

Minimum	0
Maximum	9
Zeros	8587
Zeros (%)	6.0%
Negative	0
Negative (%)	0.0%
Memory size	1.1 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	2.5897106
median	2.8487032
Q3	6
95-th percentile	8
Maximum	9
Range	9
Interquartile range (IQR)	3.4102894

Descriptive statistics

Standard deviation	2.4205661
Coefficient of variation (CV)	0.62422086
Kurtosis	-1.0745493
Mean	3.8777398
Median Absolute Deviation (MAD)	1.8487032
Skewness	0.35254526
Sum	551387.45
Variance	5.8591401
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2.813306171	20065	14.1%
7	19749	13.9%
1	15558	10.9%
8	14389	10.1%
0	8587	6.0%
6	8072	5.7%
2	6442	4.5%
3	5854	4.1%
5	5510	3.9%
4	4373	3.1%
Other values (3428)	33594	23.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	8587	6.0%
1	15558	10.9%
1.097996586	1	< 0.1%
1.15308534	2	< 0.1%
1.277373186	1	< 0.1%
1.380705219	1	< 0.1%
1.441062925	1	< 0.1%
1.488606272	1	< 0.1%
1.510034903	1	< 0.1%
1.512108268	1	< 0.1%

Value	Count	Frequency (%)
9	2	< 0.1%
8	14389	10.1%
7	19749	13.9%
6.75148469	1	< 0.1%
6.652578585	1	< 0.1%
6.539684053	1	< 0.1%
6.496647922	1	< 0.1%
6.448817129	1	< 0.1%
6.422264913	1	< 0.1%
6.38845889	1	< 0.1%

Cloud3pm
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	2592
Distinct (%)	1.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.5036496

Minimum	0
Maximum	9
Zeros	4957
Zeros (%)	3.5%
Negative	0
Negative (%)	0.0%
Memory size	1.1 MiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	3.4435639
median	4.5949999
Q3	6
95-th percentile	8
Maximum	9
Range	9
Interquartile range (IQR)	2.5564361

Descriptive statistics

Standard deviation	2.1223849
Coefficient of variation (CV)	0.47125887
Kurtosis	-0.49759574
Mean	4.5036496
Median Absolute Deviation (MAD)	1.4050001
Skewness	-0.28769327
Sum	640387.45
Variance	4.5045175
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
4.594999946	18307	12.9%
7	18052	12.7%
1	14827	10.4%
8	12407	8.7%
6	8869	6.2%
2	7153	5.0%
3	6836	4.8%
5	6743	4.7%
4	5254	3.7%
0	4957	3.5%
Other values (2582)	38788	27.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	4957	3.5%
1	14827	10.4%
1.408564823	1	< 0.1%
1.640742314	1	< 0.1%
1.644734378	6	< 0.1%
1.697794019	1	< 0.1%
1.704839499	1	< 0.1%
1.741193798	5	< 0.1%
1.763416515	1	< 0.1%
1.776093502	1	< 0.1%

Value	Count	Frequency (%)
9	1	< 0.1%
8	12407	8.7%
7.520331459	2	< 0.1%
7.329977872	1	< 0.1%
7.325343279	1	< 0.1%
7.308699534	1	< 0.1%
7.217879485	1	< 0.1%
7.20800892	1	< 0.1%
7.184597869	1	< 0.1%
7.181349798	1	< 0.1%

Temp9am
Real number (ℝ)

HIGH CORRELATION

Distinct	706
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	17.042074

Minimum	-7.2
Maximum	40.2
Zeros	35
Zeros (%)	< 0.1%
Negative	424
Negative (%)	0.3%
Memory size	1.1 MiB

Quantile statistics

Minimum	-7.2
5-th percentile	6.9
Q1	12.3
median	16.8
Q3	21.6
95-th percentile	28.3
Maximum	40.2
Range	47.4
Interquartile range (IQR)	9.3

Descriptive statistics

Standard deviation	6.5237438
Coefficient of variation (CV)	0.38280222
Kurtosis	-0.37386898
Mean	17.042074
Median Absolute Deviation (MAD)	4.7
Skewness	0.087848867
Sum	2423263.6
Variance	42.559233
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
17	901	0.6%
13.8	887	0.6%
14.8	873	0.6%
16	869	0.6%
16.6	855	0.6%
14	855	0.6%
15	852	0.6%
16.5	844	0.6%
13	831	0.6%
14.4	827	0.6%
Other values (696)	133599	94.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-7.2	1	< 0.1%
-7	1	< 0.1%
-6.2	1	< 0.1%
-5.9	1	< 0.1%
-5.6	2	< 0.1%
-5.5	2	< 0.1%
-5.3	2	< 0.1%
-5.2	5	< 0.1%
-4.8	1	< 0.1%
-4.5	2	< 0.1%

Value	Count	Frequency (%)
40.2	1	< 0.1%
39.4	1	< 0.1%
39.1	1	< 0.1%
39	1	< 0.1%
38.9	1	< 0.1%
38.6	1	< 0.1%
38.3	1	< 0.1%
38.2	1	< 0.1%
38	1	< 0.1%
37.9	1	< 0.1%

Temp3pm
Real number (ℝ)

HIGH CORRELATION

Distinct	892
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	21.744945

Minimum	-5.4
Maximum	46.7
Zeros	16
Zeros (%)	< 0.1%
Negative	172
Negative (%)	0.1%
Memory size	1.1 MiB

Quantile statistics

Minimum	-5.4
5-th percentile	11.6
Q1	16.7
median	21.3
Q3	26.3
95-th percentile	33.6
Maximum	46.7
Range	52.1
Interquartile range (IQR)	9.6

Descriptive statistics

Standard deviation	6.8855135
Coefficient of variation (CV)	0.31664892
Kurtosis	-0.1209206
Mean	21.744945
Median Absolute Deviation (MAD)	4.8
Skewness	0.2171308
Sum	3091979
Variance	47.410297
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20	871	0.6%
19	858	0.6%
18.5	856	0.6%
18.4	856	0.6%
17.8	845	0.6%
19.2	826	0.6%
19.4	825	0.6%
19.3	821	0.6%
18	821	0.6%
17	814	0.6%
Other values (882)	133800	94.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-5.4	1	< 0.1%
-5.1	1	< 0.1%
-4.4	1	< 0.1%
-4.2	1	< 0.1%
-4.1	1	< 0.1%
-4	1	< 0.1%
-3.9	2	< 0.1%
-3.8	1	< 0.1%
-3.7	3	< 0.1%
-3.5	3	< 0.1%

Value	Count	Frequency (%)
46.7	1	< 0.1%
46.2	1	< 0.1%
46.1	3	< 0.1%
45.9	1	< 0.1%
45.8	2	< 0.1%
45.4	1	< 0.1%
45.3	2	< 0.1%
45.2	2	< 0.1%
45	1	< 0.1%
44.9	1	< 0.1%

RainToday
Categorical

HIGH CORRELATION

Distinct	2
Distinct (%)	< 0.1%
Missing	1406
Missing (%)	1.0%
Memory size	1.1 MiB

0.0	109332
1.0	31455

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	422361
Distinct characters	3
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	109332	76.9%
1.0	31455	22.1%
(Missing)	1406	1.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	109332	77.7%
1.0	31455	22.3%

Most occurring characters

Value	Count	Frequency (%)
0	250119	59.2%
.	140787	33.3%
1	31455	7.4%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	422361	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	250119	59.2%
.	140787	33.3%
1	31455	7.4%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	422361	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	250119	59.2%
.	140787	33.3%
1	31455	7.4%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	422361	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	250119	59.2%
.	140787	33.3%
1	31455	7.4%

RainTomorrow
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.1 MiB

0.0	110316
1.0	31877

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	426579
Distinct characters	3
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	110316	77.6%
1.0	31877	22.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	110316	77.6%
1.0	31877	22.4%

Most occurring characters

Value	Count	Frequency (%)
0	252509	59.2%
.	142193	33.3%
1	31877	7.5%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	426579	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	252509	59.2%
.	142193	33.3%
1	31877	7.5%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	426579	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	252509	59.2%
.	142193	33.3%
1	31877	7.5%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	426579	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	252509	59.2%
.	142193	33.3%
1	31877	7.5%

Auto

Heatmap
Table

	Cloud3pm	Cloud9am	Day	Evaporation	Humidity3pm	Humidity9am	Location	MaxTemp	MinTemp	Month	Pressure3pm	Pressure9am	RainToday	RainTomorrow	Rainfall	Sunshine	Temp3pm	Temp9am	WindDir3pm	WindDir9am	WindGustDir	WindGustSpeed	WindSpeed3pm	WindSpeed9am
Cloud3pm	1.000	0.517	-0.001	-0.033	0.364	0.213	0.002	-0.163	0.047	-0.017	-0.085	-0.112	0.299	0.337	0.176	-0.551	-0.197	-0.057	0.024	-0.026	0.020	0.089	0.030	0.063
Cloud9am	0.517	1.000	0.015	-0.090	0.360	0.306	0.096	-0.170	0.113	-0.018	-0.049	-0.087	0.258	0.336	0.292	-0.466	-0.178	-0.045	0.039	-0.027	0.031	0.084	0.071	0.068
Day	-0.001	0.015	1.000	-0.006	0.013	0.017	-0.000	-0.000	0.001	0.009	-0.017	-0.016	0.011	0.016	0.003	-0.006	-0.001	-0.002	-0.009	0.006	-0.008	-0.011	-0.011	-0.008
Evaporation	-0.033	-0.090	-0.006	1.000	-0.076	-0.129	-0.296	0.203	0.170	-0.016	-0.174	-0.194	0.365	0.100	-0.013	-0.041	0.193	0.213	0.009	0.019	0.003	0.092	0.055	0.095
Humidity3pm	0.364	0.360	0.013	-0.076	1.000	0.624	-0.063	-0.435	0.044	-0.012	0.027	-0.047	0.375	0.484	0.432	-0.470	-0.480	-0.160	0.021	-0.032	-0.027	0.014	0.043	-0.040
Humidity9am	0.213	0.306	0.017	-0.129	0.624	1.000	-0.052	-0.462	-0.217	-0.088	0.130	0.079	0.370	0.266	0.442	-0.394	-0.452	-0.431	0.010	-0.014	-0.008	-0.187	-0.151	-0.282
Location	0.002	0.096	-0.000	-0.296	-0.063	-0.052	1.000	-0.005	0.004	0.009	0.019	0.050	0.046	0.047	-0.016	0.107	0.004	-0.015	-0.051	0.013	-0.029	-0.007	0.016	-0.050
MaxTemp	-0.163	-0.170	-0.000	0.203	-0.435	-0.462	-0.005	1.000	0.732	-0.174	-0.382	-0.269	0.231	0.162	-0.298	0.317	0.972	0.878	-0.122	0.073	-0.061	0.071	0.061	0.022
MinTemp	0.047	0.113	0.001	0.170	0.044	-0.217	0.004	0.732	1.000	-0.216	-0.397	-0.351	0.101	0.096	0.022	0.039	0.703	0.889	-0.064	0.026	-0.033	0.199	0.177	0.177
Month	-0.017	-0.018	0.009	-0.016	-0.012	-0.088	0.009	-0.174	-0.216	1.000	0.026	0.034	0.058	0.056	0.014	0.016	-0.184	-0.151	-0.015	-0.020	-0.027	0.048	0.058	0.049
Pressure3pm	-0.085	-0.049	-0.017	-0.174	0.027	0.130	0.019	-0.382	-0.397	0.026	1.000	0.942	0.131	0.247	-0.066	0.080	-0.355	-0.414	0.037	-0.022	0.071	-0.320	-0.173	-0.099
Pressure9am	-0.112	-0.087	-0.016	-0.194	-0.047	0.079	0.050	-0.269	-0.351	0.034	0.942	1.000	0.176	0.218	-0.144	0.130	-0.239	-0.339	-0.042	0.008	0.030	-0.358	-0.198	-0.141
RainToday	0.299	0.258	0.011	0.365	0.375	0.370	0.046	0.231	0.101	0.058	0.131	0.176	1.000	0.313	0.841	-0.270	-0.232	-0.101	0.083	-0.066	0.043	0.140	0.075	0.097
RainTomorrow	0.337	0.336	0.016	0.100	0.484	0.266	0.047	0.162	0.096	0.056	0.247	0.218	0.313	1.000	0.332	-0.465	-0.189	-0.029	-0.005	-0.012	-0.010	0.203	0.076	0.081
Rainfall	0.176	0.292	0.003	-0.013	0.432	0.442	-0.016	-0.298	0.022	0.014	-0.066	-0.144	0.841	0.332	1.000	-0.315	-0.300	-0.153	0.091	-0.067	0.051	0.123	0.067	0.082
Sunshine	-0.551	-0.466	-0.006	-0.041	-0.470	-0.394	0.107	0.317	0.039	0.016	0.080	0.130	-0.270	-0.465	-0.315	1.000	0.346	0.196	-0.026	0.006	-0.003	-0.048	0.065	0.027
Temp3pm	-0.197	-0.178	-0.001	0.193	-0.480	-0.452	0.004	0.972	0.703	-0.184	-0.355	-0.239	-0.232	-0.189	-0.300	0.346	1.000	0.851	-0.129	0.076	-0.067	0.045	0.052	0.010
Temp9am	-0.057	-0.045	-0.002	0.213	-0.160	-0.431	-0.015	0.878	0.889	-0.151	-0.414	-0.339	-0.101	-0.029	-0.153	0.196	0.851	1.000	-0.090	0.050	-0.055	0.160	0.169	0.137
WindDir3pm	0.024	0.039	-0.009	0.009	0.021	0.010	-0.051	-0.122	-0.064	-0.015	0.037	-0.042	0.083	-0.005	0.091	-0.026	-0.129	-0.090	1.000	-0.018	0.269	0.109	0.088	0.073
WindDir9am	-0.026	-0.027	0.006	0.019	-0.032	-0.014	0.013	0.073	0.026	-0.020	-0.022	0.008	-0.066	-0.012	-0.067	0.006	0.076	0.050	-0.018	1.000	0.018	0.012	0.016	-0.018
WindGustDir	0.020	0.031	-0.008	0.003	-0.027	-0.008	-0.029	-0.061	-0.033	-0.027	0.071	0.030	0.043	-0.010	0.051	-0.003	-0.067	-0.055	0.269	0.018	1.000	0.021	0.029	0.088
WindGustSpeed	0.089	0.084	-0.011	0.092	0.014	-0.187	-0.007	0.071	0.199	0.048	-0.320	-0.358	0.140	0.203	0.123	-0.048	0.045	0.160	0.109	0.012	0.021	1.000	0.601	0.489
WindSpeed3pm	0.030	0.071	-0.011	0.055	0.043	-0.151	0.016	0.061	0.177	0.058	-0.173	-0.198	0.075	0.076	0.067	0.065	0.052	0.169	0.088	0.016	0.029	0.601	1.000	0.473
WindSpeed9am	0.063	0.068	-0.008	0.095	-0.040	-0.282	-0.050	0.022	0.177	0.049	-0.099	-0.141	0.097	0.081	0.082	0.027	0.010	0.137	0.073	-0.018	0.088	0.489	0.473	1.000

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

First rows
Last rows

	Day	Month	Location	MinTemp	MaxTemp	Rainfall	Evaporation	Sunshine	WindGustDir	WindGustSpeed	WindDir9am	WindDir3pm	WindSpeed9am	WindSpeed3pm	Humidity9am	Humidity3pm	Pressure9am	Pressure3pm	Cloud9am	Cloud3pm	Temp9am	Temp3pm	RainToday	RainTomorrow
0	1.0	12.0	0.021175	13.4	22.9	0.6	13.465917	6.375445	0.073610	44.0	0.062491	0.062537	20.0	24.0	71.0	22.0	1007.7	1007.1	8.000000	4.455313	16.9	21.8	0.0	0.0
1	2.0	12.0	0.021175	7.4	25.1	0.0	13.114548	6.560076	0.060709	44.0	0.059313	0.067399	4.0	22.0	44.0	25.0	1010.6	1007.8	2.813306	4.595000	17.2	24.3	0.0	0.0
2	3.0	12.0	0.021175	12.9	25.7	0.0	13.133572	6.199590	0.066994	46.0	0.062491	0.067399	19.0	26.0	38.0	30.0	1007.6	1008.7	5.068604	2.000000	21.0	23.2	0.0	0.0
3	4.0	12.0	0.021175	9.2	28.0	0.0	13.813602	6.560076	0.053137	24.0	0.069315	0.060268	11.0	9.0	45.0	16.0	1017.6	1012.8	2.813306	4.595000	18.1	26.5	0.0	0.0
4	5.0	12.0	0.021175	17.5	32.3	1.0	13.122779	4.443816	0.073610	41.0	0.058519	0.061178	7.0	20.0	82.0	33.0	1010.8	1006.0	7.000000	8.000000	17.8	29.7	0.0	0.0
5	6.0	12.0	0.021175	14.6	29.7	0.2	13.961037	6.560076	0.060709	56.0	0.062491	0.071604	19.0	24.0	55.0	23.0	1009.2	1005.4	2.813306	4.595000	20.6	28.9	0.0	0.0
6	7.0	12.0	0.021175	14.3	25.0	0.0	13.603497	6.866321	0.073610	50.0	0.062317	0.071604	20.0	24.0	49.0	19.0	1009.6	1008.2	1.000000	4.494231	18.1	24.6	0.0	0.0
7	8.0	12.0	0.021175	7.7	26.7	0.0	13.813602	6.560076	0.073610	35.0	0.067832	0.071604	6.0	17.0	48.0	19.0	1013.4	1010.1	2.813306	4.595000	16.3	25.5	0.0	0.0
8	9.0	12.0	0.021175	9.7	31.9	0.0	13.207873	4.066037	0.049382	80.0	0.069315	0.061178	7.0	28.0	42.0	9.0	1008.9	1003.6	2.685127	4.819396	18.3	30.2	0.0	1.0
9	10.0	12.0	0.021175	13.1	30.1	1.4	14.377636	6.678277	0.073610	28.0	0.064253	0.066048	15.0	11.0	58.0	27.0	1007.0	1005.7	2.717890	4.284809	20.1	28.2	1.0	0.0

	Day	Month	Location	MinTemp	MaxTemp	Evaporation	Sunshine	WindGustDir	WindGustSpeed	WindDir9am	WindDir3pm	WindSpeed9am	WindSpeed3pm	Humidity9am	Humidity3pm	Pressure9am	Pressure3pm	Cloud9am	Cloud3pm	Temp9am	Temp3pm
142183	15.0	6.0	0.010697	2.6	22.5	14.952304	6.560076	0.067355	19.0	0.064253	0.060268	9.0	7.0	59.0	24.0	1025.0	1021.4	2.813306	4.662132	8.8	22.1
142184	16.0	6.0	0.010697	5.2	24.3	14.952304	6.560076	0.068273	24.0	0.069315	0.060268	11.0	11.0	53.0	24.0	1023.8	1020.0	2.813306	4.662132	12.3	23.3
142185	17.0	6.0	0.010697	6.4	23.4	14.952304	6.560076	0.054981	31.0	0.064253	0.060557	15.0	17.0	53.0	25.0	1025.8	1023.0	2.813306	4.662132	11.2	23.1
142186	18.0	6.0	0.010697	8.0	20.7	14.309754	6.199590	0.054981	41.0	0.069315	0.060268	19.0	26.0	56.0	32.0	1028.1	1024.3	5.068604	7.000000	11.6	20.0
142187	19.0	6.0	0.010697	7.4	20.6	14.952304	6.560076	0.068273	35.0	0.057180	0.060268	15.0	17.0	63.0	33.0	1027.2	1023.3	2.813306	4.662132	11.0	20.3
142188	20.0	6.0	0.010697	3.5	21.8	14.952304	6.560076	0.068273	31.0	0.057180	0.060268	15.0	13.0	59.0	27.0	1024.7	1021.2	2.813306	4.662132	9.4	20.9
142189	21.0	6.0	0.010697	2.8	23.4	14.952304	6.560076	0.068273	31.0	0.069315	0.055803	13.0	11.0	51.0	24.0	1024.6	1020.3	2.813306	4.662132	10.1	22.4
142190	22.0	6.0	0.010697	3.6	25.3	14.952304	6.560076	0.049382	22.0	0.069315	0.062616	13.0	9.0	56.0	21.0	1023.5	1019.1	2.813306	4.662132	10.9	24.5
142191	23.0	6.0	0.010697	5.4	26.9	14.952304	6.560076	0.067987	37.0	0.069315	0.062537	9.0	9.0	53.0	24.0	1021.0	1016.8	2.813306	4.662132	12.5	26.1
142192	24.0	6.0	0.010697	7.8	27.0	14.151527	4.469956	0.070065	28.0	0.067832	0.062616	13.0	7.0	51.0	24.0	1019.4	1016.5	3.000000	2.000000	15.1	26.0

Overview

Variables

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Interactions

Correlations

Missing values

Sample